Triple
T3786876
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beyond: Two Souls |
E85549
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Quantic Dream
Quantic Dream is a French video game studio known for its cinematic, narrative-driven titles such as Heavy Rain, Detroit: Become Human, and Beyond: Two Souls.
|
E388327
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Quantic Dream | Statement: [Beyond: Two Souls, developer, Quantic Dream]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Quantic Dream Context triple: [Beyond: Two Souls, developer, Quantic Dream]
-
A.
Vicarious Visions
Vicarious Visions is an American video game developer best known for creating and remastering popular titles such as entries in the Tony Hawk’s Pro Skater and Crash Bandicoot series.
-
B.
Ninja Theory
Ninja Theory is a British video game development studio best known for cinematic, story-driven action titles such as Hellblade: Senua’s Sacrifice.
-
C.
Telltale Games
Telltale Games is an American video game developer best known for its episodic, narrative-driven adventure games based on popular franchises such as The Walking Dead, Game of Thrones, and Batman.
-
D.
Insomniac Games
Insomniac Games is an American video game developer best known for creating acclaimed franchises such as Spyro the Dragon, Ratchet & Clank, and Marvel’s Spider-Man.
-
E.
Annapurna Interactive
Annapurna Interactive is a video game publisher known for curating and releasing critically acclaimed, artistically driven indie games such as "What Remains of Edith Finch," "Outer Wilds," and "Stray."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Quantic Dream Triple: [Beyond: Two Souls, developer, Quantic Dream]
Generated description
Quantic Dream is a French video game studio known for its cinematic, narrative-driven titles such as Heavy Rain, Detroit: Become Human, and Beyond: Two Souls.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Quantic Dream Target entity description: Quantic Dream is a French video game studio known for its cinematic, narrative-driven titles such as Heavy Rain, Detroit: Become Human, and Beyond: Two Souls.
-
A.
Vicarious Visions
Vicarious Visions is an American video game developer best known for creating and remastering popular titles such as entries in the Tony Hawk’s Pro Skater and Crash Bandicoot series.
-
B.
Ninja Theory
Ninja Theory is a British video game development studio best known for cinematic, story-driven action titles such as Hellblade: Senua’s Sacrifice.
-
C.
Telltale Games
Telltale Games is an American video game developer best known for its episodic, narrative-driven adventure games based on popular franchises such as The Walking Dead, Game of Thrones, and Batman.
-
D.
Insomniac Games
Insomniac Games is an American video game developer best known for creating acclaimed franchises such as Spyro the Dragon, Ratchet & Clank, and Marvel’s Spider-Man.
-
E.
Annapurna Interactive
Annapurna Interactive is a video game publisher known for curating and releasing critically acclaimed, artistically driven indie games such as "What Remains of Edith Finch," "Outer Wilds," and "Stray."
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69aed937fa8881908208ef3801060826 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee42e430081908d032dcdcef20fc5 |
completed | March 9, 2026, 3:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f04ceea881909c3f0d1da9b538ae |
completed | March 14, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69b4f1730bbc8190a2f5f70ebc5a528a |
completed | March 14, 2026, 5:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4f2538eac81908a6c85ddab4e2356 |
completed | March 14, 2026, 5:29 a.m. |
Created at: March 9, 2026, 3:13 p.m.